2016

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MXNet - Deep Learning Framework of Choice at AWS

All Things Distributed

Machine learning is playing an increasingly important role in many areas of our businesses and our lives and is being employed in a range of computing tasks where programming explicit algorithms is infeasible. At Amazon, machine learning has been key to many of our business processes, from recommendations to fraud detection, from inventory levels to book classification to abusive review detection.

AWS 165
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How to Load Balance RESTful Web Services Using CXF and Apache Camel

DZone

In this article I am going to show you two approaches to load balance JAXRS web services without an Apache or a hardware load balancer. The full code is available on GitHub. CXF provides clustering strategies which can be used for configuring a load balancer which has already been discussed here. However, load balancing the JAXRS requires a little more effort, which I have described in this article.

Hardware 130
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Dockerizing MySQL at Uber Engineering

Uber Engineering

Uber Engineering’s Schemaless storage system powers some of the biggest services at Uber, such as Mezzanine. Schemaless is a scalable and highly available datastore on top of MySQL ¹ clusters. Managing these clusters was fairly easy when we had … The post Dockerizing MySQL at Uber Engineering appeared first on Uber Engineering Blog.

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CSS Shorthand Syntax Considered an Anti-Pattern

CSS Wizardry

Avoid using CSS’ shorthand syntax

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Reinventing Performance Testing: New Technologies

Alex Podelko

I am looking forward to share my thoughts on ‘Reinventing Performance Testing’ at the imPACt performance and capacity conference by CMG held on November 7-10, 2016 in La Jolla, CA. I decided to publish a few parts here to see if anything triggers a discussion. It would be published as separate posts: – Introduction (a short teaser). – Cloud. – Agile. – Continuous Integration. – New Architectures.

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Connect to a Raspberry Pi Zero with a USB Cable and SSH

The Polyglot Developer

As some of you may know, I have a hoarding problem. I am hoarding Raspberry Pi microcomputers. In my personal collection I have one from each generation, making four standard units. Well, I recently picked up another unit, but this time a Raspberry Pi Zero. These things are about the size of a nine volt battery, but pack some serious punch. The problem is they are incredibly rare because they retail for only $5.00.

IoT 93
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Track down front-end CPU hogs

Speed Curve

Often when monitoring and debugging site performance we focus on network activity and individual resources, but what about the CPU? As more and more sites switch to using large Javascript frameworks and manipulating the page using Javascript, the execution time this code takes and the available CPU can instead become the performance bottleneck. CPU usage for all Chrome tests.

More Trending

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CPP: A Standardized Alternative to AMP

Tim Kadlec

It’s no secret that I have reservations about Google’s AMP project in its current form. I do want to make it clear, though, that what bothers me has never been the technical side of things—AMP as a performance framework. The community working on AMP is doing good work to make a performant baseline. As with any framework, there are decisions I agree with and some I don’t, but that doesn’t mean the work isn’t solid—it just means we have different ways of approaching building for the web.

Google 77
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#NoEstimates, An Introduction.

Allen Holub

Estimates are waste. Not only are they not necessary, but they introduce dysfunction into the team. We should really just stop doing them. This thinking comes from the #NoEstimates movement (of which I’m a card-carrying member), which came onto the scene a couple years ago when @WoodyZuill created the #NoEstimates hash tag on Twitter.

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Importance of Real-Time Reports and Traceability in Software Testing

Kovair

Introduction In the first and second part of our three-blog series in ‘Testing’ category, we have already discussed about the changing face of testing, importance. The post Importance of Real-Time Reports and Traceability in Software Testing appeared first on Kovair Blog.

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Expanding the AWS Cloud: Introducing the AWS Europe (London) Region

All Things Distributed

In November 2015, Amazon Web Services announced that it would launch a new AWS infrastructure region in the United Kingdom. Today, I'm happy to announce that the AWS Europe (London) Region, our 16th technology infrastructure region globally, is now generally available for use by customers worldwide. UK companies are using AWS to innovate across diverse industries, such as energy, manufacturing, medicaments, retail, media, and financial services and the UK is home to some of the world's m

AWS 157
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Microservices Arrived at Your Home

DZone

As there are more and more things being connected to the Internet, necessarily there is a need to integrate these devices together. We have some great opportunities to be really productive in partitioning huge problems into small and even smaller and solve them one by one. We can easily develop a simple service, put it into a Docker container and deploy it to any cloud solution.

Internet 130
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Why Uber Engineering Switched from Postgres to MySQL

Uber Engineering

By Evan Klitzke. Introduction. The early architecture of Uber consisted of a monolithic backend application written in Python that used Postgres for data persistence. Since that time, the architecture of Uber has changed significantly, to a model of microservices and … The post Why Uber Engineering Switched from Postgres to MySQL appeared first on Uber Engineering Blog.

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CSS Wizardry Newsletter

CSS Wizardry

CSS Wizardry has just got itself a newsletter…

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Reinventing Performance Testing: New Architectures

Alex Podelko

I am looking forward to share my thoughts on ‘Reinventing Performance Testing’ at the imPACt performance and capacity conference by CMG held on November 7-10, 2016 in La Jolla, CA. I decided to publish a few parts here to see if anything triggers a discussion. It would be published as separate posts: – Introduction (a short teaser). – Cloud. – Agile. – Continuous Integration.

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Converting Your Ionic 2 Mobile App To NativeScript

The Polyglot Developer

As many of you know, I had been using Apache Cordova based frameworks such as Ionic Framework for a long time. They are convenient and easy to use when it comes to rapidly developing cross platform applications. The problem with using Apache Cordova frameworks such as PhoneGap, Ionic Framework and Onsen UI is the performance limitations that come with them, particularly because of their use of the platform web view.

Mobile 69
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PWA Performance

Speed Curve

Progressive Web Apps (PWAs) combine the best and newest features of the Web to deliver an experience that rivals native applications on mobile. Even better, they work on desktop, too. In fact, they work everywhere that the Web works! "Ah", you say, "that's not true! They require features that don't exist in all browsers." Because PWAs are "progressive", they can adapt to older browsers to deliver the best experience possible given the features that are available.

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Beware of Developers Who Do Negative Work

Professor Beekums

UPDATE 2016-12-25: This post has an important follow-up. At some point in every software developer’s career, we work with someone who does negative work. The notion of negative work may sound a little strange. Someone can do no work by just… not working. How does negative work happen? One example of this is an awful developer that was once at the same company as me.

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What's in a Word?

Nick Desaulniers

Recently, there some was some confusion between myself and a coworker over the definition of a “word.” I’m currently working on a blog post about data alignment and figured it would be good to clarify some things now, that we can refer to later. Having studied computer engineering and being quite fond of processor design, when I think of a “word,” I think of the number of bits wide a processor’s general purpose registers are (aka word size ).

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What is Pair Testing?

Testlodge

Sometimes two is better than one. In pair testing, two people sit behind one machine to test the software. One person controls the mouse and keyboard. The other person asks questions, discusses test scenarios, and takes notes. Pair testing is a type of exploratory testing, where two team members discuss and share ideas and scenarios around the software.

Testing 59
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5 Major Criteria for Selecting a Testing Tool

Kovair

Today, the entire software development process is going through a cultural shift from the traditional Waterfall model to the modern agile methodology. With this paradigm. The post 5 Major Criteria for Selecting a Testing Tool appeared first on Kovair Blog.

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Transforming Development with AWS

All Things Distributed

In my keynote at AWS re:Invent today, I announced 13 new features and services (in addition to the 15 we announced yesterday). My favorite parts of James Bond movies is are where 007 gets to visit Q to pick up and learn about new tools of the trade: super-powered tools with special features which that he can use to complete his missions, and, in some cases, get out of some nasty scrapes.

AWS 139
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Chasing Tools

Tim Kadlec

One of the very first projects I ever worked on as a professional was a relatively large site with tons of legacy code. Legacy code brings many headaches. My favorite example was opening a few pages to find that these pages used not one, not two, but three different JavaScript frameworks! The developers were overworked and the site had never gotten enough budget to give it the rebuild it needed.

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How Uber for Business Engineering Verifies Your Ride in Real Time

Uber Engineering

Our last article on Uber for Business (U4B) discussed implementing our ride profiles feature. Today, we want to share more insight into the kind of technical challenges we’re solving. Just because our mission is to improve businesses’ experiences doesn’t … The post How Uber for Business Engineering Verifies Your Ride in Real Time appeared first on Uber Engineering Blog.

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Nesting Your BEM?

CSS Wizardry

A look at the possible benefits of nesting BEM, and mitigating the side effects

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Reinventing Performance Testing: Continuous Integration

Alex Podelko

I am looking forward to share my thoughts on ‘Reinventing Performance Testing’ at the imPACt performance and capacity conference by CMG held on November 7-10, 2016 in La Jolla, CA. I decided to publish a few parts here to see if anything triggers a discussion. It would be published as separate posts: – Introduction (a short teaser). – Cloud. – Agile.

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TPDP Episode #11: Continuous Integration And Deployment For The Polyglot Developer

The Polyglot Developer

Continuous integration (CI) and continuous deployment (CD) are terms that I hear thrown around quite frequently. I’ve been a software developer for a long time, but it is only recently that I’ve welcomed these terms into my life. CI and CD is the automated process of running various tasks such as unit testing or building a version controlled project.

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Measuring the User Experience

Speed Curve

SpeedCurve’s sweet spot is the intersection of design and performance - where the user experience lives. Other monitoring services focus on network behavior and the mechanics of the browser. Yet users rarely complain that “the DNS lookups are too slow” or “the load event fired late” Instead, users get frustrated when they have to wait for the content they care about to appear on the screen.

Metrics 58
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Should You Hire a Bootcamp Graduate?

Professor Beekums

Developer/coding bootcamps are incredibly popular right now. That should not be a surprise to anyone. Software development is an incredibly lucrative field. There is a much greater demand for talent than there is supply. I’ve seen that from both the hiring side and the job applicant side. It makes sense that a lot of folks out there are interested in becoming software developers.

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Data Models and Word Size

Nick Desaulniers

This post is a follow up to my previous blog post about word size. Three C/C++ programmers walk into a bar. One argues that sizeof(void*) is equivalent to sizeof(long), one argues that sizeof(void*) is equivalent to sizeof(int), and the third argues it’s sizeof(long long). Simultaneously, they’re all right, but they’re also all wrong (and need a lesson about portable C code).

C++ 59
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What is User Acceptance Testing?

Testlodge

The software development life cycle is complex. Among the many moving pieces of developing software is the process of testing. Testing ensures quality in the product and proves the code is functioning as expected and as needed. There are many different testing activities that should occur within the process of building software. User Acceptance Testing, or UAT, is just one of the various types of testing involved in the software development life cycle, and most commonly, it is the final testing

Testing 57
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Importance of Test Automation and How Kovair Supports It

Kovair

In our previous blog “Revolution of Testing”, we have discussed the importance of test automation in today’s application development lifecycle. In this blog, we will. The post Importance of Test Automation and How Kovair Supports It appeared first on Kovair Blog.

Testing 60
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Expanding the AWS Cloud: Introducing the AWS Canada (Central) Region

All Things Distributed

Earlier this year, Amazon Web Services (AWS) announced it would launch a new AWS infrastructure region in Montreal, Quebec. Today, I'm happy to share that the Canada (Central) Region is available for use by customers worldwide. The AWS Cloud now operates in 40 Availability Zones within 15 geographic regions around the world, with seven more Availability Zones and three more regions coming online in China, France, and the U.K. in the coming year.

AWS 134
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The Taxi Ride

Tim Kadlec

I head out of the airport in San Francisco and grab a taxi. I consider myself an outgoing and social person, but I’ve just spent six hours or so crammed next to a bunch of strangers in a combination of airports and planes. All I want to do right now is hang in the back seat of this taxi, enjoying 45 minutes of quiet. You never know with taxis though.

Energy 58
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Designing Schemaless, Uber Engineering’s Scalable Datastore Using MySQL

Uber Engineering

By Jakob Holdgaard Thomsen. The making of Schemaless, Uber Engineering’s custom designed datastore using MySQL, which has allowed us to scale from 2014 to beyond. This is part one of a three-part series on Schemaless. In Project Mezzanine we described … The post Designing Schemaless, Uber Engineering’s Scalable Datastore Using MySQL appeared first on Uber Engineering Blog.

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Improving Perceived Performance with Multiple Background Images

CSS Wizardry

Using CSS gradients and multiple backgrounds to improve resilience and perceived performance

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Reinventing Performance Testing: Agile

Alex Podelko

I am looking forward to share my thoughts on ‘Reinventing Performance Testing’ at the imPACt performance and capacity conference by CMG held on November 7-10, 2016 in La Jolla, CA. I decided to publish a few parts here to see if anything triggers a discussion. It would be published as separate posts: – Introduction (a short teaser). – Cloud.